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AI models collapse when trained on recursively generated data (www.nature.com)

submitted 3 months ago by [email protected] to c/[email protected]

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[–] [email protected] 97 points 3 months ago (12 children)

Yep. It leads to a positive feedback loop. They just continue to self-reinforce whatever came out before.

And with increasing amounts of the internet being polluted with AI text output....

[–] [email protected] 8 points 3 months ago

Well... Its built on statistics and statistical inference will return to the mean eventually. If all it ever gets to train on is closer and closer to the mean, there will be nothing left to work with. It will all be the average...

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